Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 7364 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 224.0 B |
Variable types
| NUM | 22 |
|---|---|
| BOOL | 4 |
| DATE | 1 |
| CAT | 1 |
Reproduction
| Analysis started | 2020-05-13 07:12:52.878621 |
|---|---|
| Analysis finished | 2020-05-13 07:14:54.005882 |
| Version | pandas-profiling v2.6.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
SOC is highly correlated with Gids and 1 other fields | High Correlation |
Gids is highly correlated with SOC and 1 other fields | High Correlation |
Pack Volts is highly correlated with Gids and 1 other fields | High Correlation |
SOH is highly correlated with AHr | High Correlation |
AHr is highly correlated with SOH | High Correlation |
Speed has 3078 (41.8%) zeros | Zeros |
Motor Pwr(w) has 1703 (23.1%) zeros | Zeros |
Aux Pwr(100w) has 175 (2.4%) zeros | Zeros |
A/C Pwr(250w) has 2717 (36.9%) zeros | Zeros |
Est Pwr A/C(50w) has 2711 (36.8%) zeros | Zeros |
Est Pwr Htr(250w) has 7134 (96.9%) zeros | Zeros |
Torque Nm has 1672 (22.7%) zeros | Zeros |
| Distinct count | 7364 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| Minimum | 2018-03-11 16:31:00 |
|---|---|
| Maximum | 2018-06-15 16:30:00 |
Histogram
Elv
Real number (ℝ)
| Distinct count | 3945 |
|---|---|
| Unique (%) | 53.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 379.7132024 |
|---|---|
| Minimum | -79.5 |
| Maximum | 1193.8 |
| Zeros | 56 |
| Zeros (%) | 0.8% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | -79.5 |
|---|---|
| 5-th percentile | 206 |
| Q1 | 278 |
| median | 351.6423611 |
| Q3 | 441.803125 |
| 95-th percentile | 647.228125 |
| Maximum | 1193.8 |
| Range | 1273.3 |
| Interquartile range (IQR) | 163.803125 |
Descriptive statistics
| Standard deviation | 153.3385516 |
|---|---|
| Coefficient of variation (CV) | 0.403827285 |
| Kurtosis | 4.183287102 |
| Mean | 379.7132024 |
| Median Absolute Deviation (MAD) | 112.23739 |
| Skewness | 1.494231053 |
| Sum | 2796208.022 |
| Variance | 23512.71141 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ -79.5 -39.75 19.91666667 90.7 102. ... 809.76470588 810.21875 874.96875 875.28125 1193.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 206 | 216 | 2.9% | |
| 301 | 142 | 1.9% | |
| 265 | 142 | 1.9% | |
| 262 | 109 | 1.5% | |
| 419 | 106 | 1.4% | |
| 295 | 100 | 1.4% | |
| 239 | 98 | 1.3% | |
| 403 | 98 | 1.3% | |
| 429 | 84 | 1.1% | |
| 311 | 83 | 1.1% | |
| Other values (3935) | 6186 | 84.0% |
| Value | Count | Frequency (%) | |
| -79.5 | 1 | < 0.1% | |
| 0 | 56 | 0.8% | |
| 39.83333333 | 1 | < 0.1% | |
| 88 | 1 | < 0.1% | |
| 88.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1193.8 | 1 | < 0.1% | |
| 1190.923077 | 1 | < 0.1% | |
| 1184.076923 | 1 | < 0.1% | |
| 1183.0625 | 1 | < 0.1% | |
| 1178.642857 | 1 | < 0.1% |
| Distinct count | 1991 |
|---|---|
| Unique (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.40016887 |
|---|---|
| Minimum | 0 |
| Maximum | 90.2 |
| Zeros | 3078 |
| Zeros (%) | 41.8% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 20.90271493 |
| Q3 | 56.6875 |
| 95-th percentile | 65.9375 |
| Maximum | 90.2 |
| Range | 90.2 |
| Interquartile range (IQR) | 56.6875 |
Descriptive statistics
| Standard deviation | 27.23226228 |
|---|---|
| Coefficient of variation (CV) | 0.9938720597 |
| Kurtosis | -1.764792458 |
| Mean | 27.40016887 |
| Median Absolute Deviation (MAD) | 25.98212595 |
| Skewness | 0.1801655511 |
| Sum | 201774.8436 |
| Variance | 741.5961086 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 3.12500000e-02 3.26770833e+01 4.25459559e+01 4.64772727e+01 ... 6.90625000e+01 7.01769231e+01 7.29642857e+01 7.30375000e+01 9.02000000e+01], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 3078 | 41.8% | |
| 57 | 124 | 1.7% | |
| 59 | 70 | 1.0% | |
| 62 | 63 | 0.9% | |
| 56.9375 | 44 | 0.6% | |
| 55 | 42 | 0.6% | |
| 57.125 | 37 | 0.5% | |
| 57.0625 | 35 | 0.5% | |
| 58 | 29 | 0.4% | |
| 66 | 29 | 0.4% | |
| Other values (1981) | 3813 | 51.8% |
| Value | Count | Frequency (%) | |
| 0 | 3078 | 41.8% | |
| 0.0625 | 1 | < 0.1% | |
| 0.08333333333 | 2 | < 0.1% | |
| 0.1111111111 | 1 | < 0.1% | |
| 0.1176470588 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 90.2 | 1 | < 0.1% | |
| 73.88235294 | 1 | < 0.1% | |
| 73.82352941 | 1 | < 0.1% | |
| 73.075 | 1 | < 0.1% | |
| 73 | 29 | 0.4% |
| Distinct count | 5387 |
|---|---|
| Unique (%) | 73.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24608.83946 |
|---|---|
| Minimum | 3440 |
| Maximum | 40160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 3440 |
|---|---|
| 5-th percentile | 8988.121212 |
| Q1 | 18439.41176 |
| median | 25347.5 |
| Q3 | 31320.90909 |
| 95-th percentile | 37520 |
| Maximum | 40160 |
| Range | 36720 |
| Interquartile range (IQR) | 12881.49733 |
Descriptive statistics
| Standard deviation | 8549.991112 |
|---|---|
| Coefficient of variation (CV) | 0.347435771 |
| Kurtosis | -0.6739852404 |
| Mean | 24608.83946 |
| Median Absolute Deviation (MAD) | 7065.959103 |
| Skewness | -0.3149875322 |
| Sum | 181219493.8 |
| Variance | 73102348.02 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 3440. 4858.66666667 4910. 6950. 7050.71428571 ... 38637.5 38645. 39757.5 39766.15384615 40160. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 33360 | 23 | 0.3% | |
| 35200 | 20 | 0.3% | |
| 35040 | 19 | 0.3% | |
| 34880 | 17 | 0.2% | |
| 34000 | 16 | 0.2% | |
| 22800 | 15 | 0.2% | |
| 13600 | 14 | 0.2% | |
| 23440 | 14 | 0.2% | |
| 34960 | 14 | 0.2% | |
| 38640 | 13 | 0.2% | |
| Other values (5377) | 7199 | 97.8% |
| Value | Count | Frequency (%) | |
| 3440 | 2 | < 0.1% | |
| 3520 | 1 | < 0.1% | |
| 3550 | 1 | < 0.1% | |
| 3635 | 1 | < 0.1% | |
| 3700 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 40160 | 2 | < 0.1% | |
| 40056.47059 | 1 | < 0.1% | |
| 39938.82353 | 1 | < 0.1% | |
| 39849.41176 | 1 | < 0.1% | |
| 39840 | 2 | < 0.1% |
| Distinct count | 7305 |
|---|---|
| Unique (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.79990219 |
|---|---|
| Minimum | 8.631357143 |
| Maximum | 99.3906 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 8.631357143 |
|---|---|
| 5-th percentile | 22.25025356 |
| Q1 | 45.591825 |
| median | 62.60981771 |
| Q3 | 77.37363897 |
| 95-th percentile | 92.68767469 |
| Maximum | 99.3906 |
| Range | 90.75924286 |
| Interquartile range (IQR) | 31.78181397 |
Descriptive statistics
| Standard deviation | 21.0962421 |
|---|---|
| Coefficient of variation (CV) | 0.3469782243 |
| Kurtosis | -0.6732332851 |
| Mean | 60.79990219 |
| Median Absolute Deviation (MAD) | 17.43335519 |
| Skewness | -0.3148747211 |
| Sum | 447730.4797 |
| Variance | 445.0514307 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8.63135714 12.04685 12.0734 16.52644524 31.92508643 33.6585625 33.67029063 42.7324 42.7324 99.3906 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 33.6641 | 10 | 0.1% | |
| 86.2899 | 8 | 0.1% | |
| 82.4686 | 8 | 0.1% | |
| 12.0702 | 7 | 0.1% | |
| 97.2007 | 6 | 0.1% | |
| 86.29 | 5 | 0.1% | |
| 86.9006 | 4 | 0.1% | |
| 92.2502 | 4 | 0.1% | |
| 42.7324 | 4 | 0.1% | |
| 98.0554 | 3 | < 0.1% | |
| Other values (7295) | 7305 | 99.2% |
| Value | Count | Frequency (%) | |
| 8.631357143 | 1 | < 0.1% | |
| 8.6756625 | 1 | < 0.1% | |
| 8.7811375 | 1 | < 0.1% | |
| 8.89114375 | 1 | < 0.1% | |
| 9.08036875 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99.3906 | 1 | < 0.1% | |
| 99.34555 | 1 | < 0.1% | |
| 99.12247647 | 1 | < 0.1% | |
| 98.81610588 | 1 | < 0.1% | |
| 98.57484706 | 1 | < 0.1% |
| Distinct count | 131 |
|---|---|
| Unique (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.533023 |
|---|---|
| Minimum | 114.2856 |
| Maximum | 114.8974 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 114.2856 |
|---|---|
| 5-th percentile | 114.2971 |
| Q1 | 114.3894 |
| median | 114.5164 |
| Q3 | 114.678 |
| 95-th percentile | 114.8166 |
| Maximum | 114.8974 |
| Range | 0.6118 |
| Interquartile range (IQR) | 0.2886 |
Descriptive statistics
| Standard deviation | 0.1664228566 |
|---|---|
| Coefficient of variation (CV) | 0.001453055654 |
| Kurtosis | -1.022880391 |
| Mean | 114.533023 |
| Median Absolute Deviation (MAD) | 0.143912412 |
| Skewness | 0.3096415254 |
| Sum | 843421.1812 |
| Variance | 0.0276965672 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[114.2856 114.2856 114.2856 114.8974], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 114.4356 | 411 | 5.6% | |
| 114.4818 | 355 | 4.8% | |
| 114.3317 | 350 | 4.8% | |
| 114.6088 | 308 | 4.2% | |
| 114.4125 | 299 | 4.1% | |
| 114.3894 | 250 | 3.4% | |
| 114.3779 | 247 | 3.4% | |
| 114.3202 | 209 | 2.8% | |
| 114.7011 | 181 | 2.5% | |
| 114.2971 | 179 | 2.4% | |
| Other values (121) | 4575 | 62.1% |
| Value | Count | Frequency (%) | |
| 114.2856 | 173 | 2.3% | |
| 114.2856 | 15 | 0.2% | |
| 114.2856 | 4 | 0.1% | |
| 114.2856 | 1 | < 0.1% | |
| 114.2971 | 179 | 2.4% |
| Value | Count | Frequency (%) | |
| 114.8974 | 111 | 1.5% | |
| 114.8974 | 57 | 0.8% | |
| 114.8974 | 1 | < 0.1% | |
| 114.8397 | 87 | 1.2% | |
| 114.8311933 | 1 | < 0.1% |
| Distinct count | 7253 |
|---|---|
| Unique (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 362.7815219 |
|---|---|
| Minimum | 315.5533333 |
| Maximum | 403.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 315.5533333 |
|---|---|
| 5-th percentile | 334.5545357 |
| Q1 | 347.8886667 |
| median | 360.937735 |
| Q3 | 377.3651562 |
| 95-th percentile | 395.7889688 |
| Maximum | 403.52 |
| Range | 87.96666667 |
| Interquartile range (IQR) | 29.47648958 |
Descriptive statistics
| Standard deviation | 18.86312191 |
|---|---|
| Coefficient of variation (CV) | 0.05199581781 |
| Kurtosis | -0.8460302314 |
| Mean | 362.7815219 |
| Median Absolute Deviation (MAD) | 15.89327866 |
| Skewness | 0.2219642229 |
| Sum | 2671523.127 |
| Variance | 355.8173684 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[315.55333333 324.41979167 329.87970588 332.03349206 342.13878472 357.6 357.6 371.075 371.075 403.52 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 403.01 | 12 | 0.2% | |
| 355.58 | 6 | 0.1% | |
| 402.24 | 4 | 0.1% | |
| 385.92 | 4 | 0.1% | |
| 358.37 | 3 | < 0.1% | |
| 355.68 | 3 | < 0.1% | |
| 361.44 | 3 | < 0.1% | |
| 361.73 | 3 | < 0.1% | |
| 348.1563636 | 2 | < 0.1% | |
| 344.244375 | 2 | < 0.1% | |
| Other values (7243) | 7322 | 99.4% |
| Value | Count | Frequency (%) | |
| 315.5533333 | 1 | < 0.1% | |
| 316.465 | 1 | < 0.1% | |
| 317.5066667 | 1 | < 0.1% | |
| 317.69 | 1 | < 0.1% | |
| 317.7763636 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 403.52 | 1 | < 0.1% | |
| 403.39 | 1 | < 0.1% | |
| 403.2 | 1 | < 0.1% | |
| 403.134375 | 1 | < 0.1% | |
| 403.1 | 1 | < 0.1% |
Pack Amps
Real number (ℝ)
| Distinct count | 7337 |
|---|---|
| Unique (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.554205 |
|---|---|
| Minimum | -123.0324 |
| Maximum | 143.7525 |
| Zeros | 12 |
| Zeros (%) | 0.2% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | -123.0324 |
|---|---|
| 5-th percentile | -104.5684239 |
| Q1 | 1.357716667 |
| median | 23.1641 |
| Q3 | 44.10004044 |
| 95-th percentile | 70.10592157 |
| Maximum | 143.7525 |
| Range | 266.7849 |
| Interquartile range (IQR) | 42.74232377 |
Descriptive statistics
| Standard deviation | 49.00662958 |
|---|---|
| Coefficient of variation (CV) | 3.903602784 |
| Kurtosis | 1.066729026 |
| Mean | 12.554205 |
| Median Absolute Deviation (MAD) | 35.51444391 |
| Skewness | -1.241661095 |
| Sum | 92449.1656 |
| Variance | 2401.649742 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-123.0324 -121.61738487 -119.23503125 -118.04791387 -117.28049583 ... 72.2839359 80.18382353 92.92579044 104.00047222 143.7525 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 12 | 0.2% | |
| 0.03033333333 | 4 | 0.1% | |
| 42.777 | 2 | < 0.1% | |
| 0.01 | 2 | < 0.1% | |
| 36.04025 | 2 | < 0.1% | |
| 37.551 | 2 | < 0.1% | |
| 0.026 | 2 | < 0.1% | |
| 0.0182 | 2 | < 0.1% | |
| 11.4185625 | 2 | < 0.1% | |
| 0.0075 | 2 | < 0.1% | |
| Other values (7327) | 7332 | 99.6% |
| Value | Count | Frequency (%) | |
| -123.0324 | 1 | < 0.1% | |
| -122.832375 | 1 | < 0.1% | |
| -122.492875 | 1 | < 0.1% | |
| -122.0512 | 1 | < 0.1% | |
| -122.050375 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 143.7525 | 1 | < 0.1% | |
| 126.1695 | 1 | < 0.1% | |
| 125.2065 | 1 | < 0.1% | |
| 121.1136429 | 1 | < 0.1% | |
| 119.7307 | 1 | < 0.1% |
CP mV Diff
Real number (ℝ≥0)
| Distinct count | 1468 |
|---|---|
| Unique (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.94309857 |
|---|---|
| Minimum | 6.125 |
| Maximum | 48 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 6.125 |
|---|---|
| 5-th percentile | 13.17727273 |
| Q1 | 16 |
| median | 17.30769231 |
| Q3 | 18.94117647 |
| 95-th percentile | 25.85357143 |
| Maximum | 48 |
| Range | 41.875 |
| Interquartile range (IQR) | 2.941176471 |
Descriptive statistics
| Standard deviation | 4.007472823 |
|---|---|
| Coefficient of variation (CV) | 0.2233434101 |
| Kurtosis | 6.779243208 |
| Mean | 17.94309857 |
| Median Absolute Deviation (MAD) | 2.602318527 |
| Skewness | 1.782863734 |
| Sum | 132132.9779 |
| Variance | 16.05983843 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 6.125 7.875 8.97058824 9.93095238 9.94097222 ... 22.51470588 24.13392857 29.13809524 36.03571429 48. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 17 | 123 | 1.7% | |
| 18 | 109 | 1.5% | |
| 16 | 103 | 1.4% | |
| 19 | 77 | 1.0% | |
| 15 | 67 | 0.9% | |
| 16.5 | 67 | 0.9% | |
| 17.75 | 60 | 0.8% | |
| 18.5 | 58 | 0.8% | |
| 17.5 | 51 | 0.7% | |
| 16.25 | 47 | 0.6% | |
| Other values (1458) | 6602 | 89.7% |
| Value | Count | Frequency (%) | |
| 6.125 | 1 | < 0.1% | |
| 6.428571429 | 1 | < 0.1% | |
| 6.666666667 | 1 | < 0.1% | |
| 7 | 3 | < 0.1% | |
| 7.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 48 | 1 | < 0.1% | |
| 47 | 1 | < 0.1% | |
| 46 | 2 | < 0.1% | |
| 45.66666667 | 1 | < 0.1% | |
| 43.75 | 1 | < 0.1% |
Pack T1 C
Real number (ℝ≥0)
| Distinct count | 6347 |
|---|---|
| Unique (%) | 86.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.96554832 |
|---|---|
| Minimum | 2.3 |
| Maximum | 50.0875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 2.3 |
|---|---|
| 5-th percentile | 12.96253846 |
| Q1 | 22.0109375 |
| median | 32.1375 |
| Q3 | 40.03647059 |
| 95-th percentile | 46.42261538 |
| Maximum | 50.0875 |
| Range | 47.7875 |
| Interquartile range (IQR) | 18.02553309 |
Descriptive statistics
| Standard deviation | 10.75785851 |
|---|---|
| Coefficient of variation (CV) | 0.3474137903 |
| Kurtosis | -0.9445474173 |
| Mean | 30.96554832 |
| Median Absolute Deviation (MAD) | 9.274419003 |
| Skewness | -0.2980000015 |
| Sum | 228030.2978 |
| Variance | 115.7315197 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 2.3 2.35 4.675 9.70714286 11.8 11.8 50.0875 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 39 | 19 | 0.3% | |
| 37.8 | 12 | 0.2% | |
| 36.5 | 10 | 0.1% | |
| 22 | 7 | 0.1% | |
| 39.1 | 7 | 0.1% | |
| 40.5 | 7 | 0.1% | |
| 38.1 | 7 | 0.1% | |
| 42 | 7 | 0.1% | |
| 38.2 | 7 | 0.1% | |
| 43 | 6 | 0.1% | |
| Other values (6337) | 7275 | 98.8% |
| Value | Count | Frequency (%) | |
| 2.3 | 4 | 0.1% | |
| 2.4 | 1 | < 0.1% | |
| 2.5 | 1 | < 0.1% | |
| 3.4 | 1 | < 0.1% | |
| 3.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 50.0875 | 1 | < 0.1% | |
| 50.08125 | 1 | < 0.1% | |
| 50.04705882 | 1 | < 0.1% | |
| 50.03529412 | 1 | < 0.1% | |
| 50.03333333 | 1 | < 0.1% |
12v Bat Amps
Real number (ℝ)
| Distinct count | 5364 |
|---|---|
| Unique (%) | 72.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.4475379653 |
|---|---|
| Minimum | -22.47714286 |
| Maximum | 26.2975 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | -22.47714286 |
|---|---|
| 5-th percentile | -1.3253125 |
| Q1 | -0.5233333333 |
| median | -0.425 |
| Q3 | -0.1994025735 |
| 95-th percentile | 1.53141875 |
| Maximum | 26.2975 |
| Range | 48.77464286 |
| Interquartile range (IQR) | 0.3239307598 |
Descriptive statistics
| Standard deviation | 2.55889908 |
|---|---|
| Coefficient of variation (CV) | -5.717725151 |
| Kurtosis | 26.31266229 |
| Mean | -0.4475379653 |
| Median Absolute Deviation (MAD) | 0.820146055 |
| Skewness | -2.146565627 |
| Sum | -3295.669577 |
| Variance | 6.547964503 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-22.47714286 -17.7125 -6.30641176 -0.81133333 -0.6653125 -0.64 -0.64 26.2975 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -0.51 | 22 | 0.3% | |
| -0.48 | 16 | 0.2% | |
| -0.52 | 16 | 0.2% | |
| -0.5 | 16 | 0.2% | |
| -0.54 | 16 | 0.2% | |
| -0.43 | 15 | 0.2% | |
| -0.44 | 14 | 0.2% | |
| -0.47 | 13 | 0.2% | |
| -0.535 | 11 | 0.1% | |
| -0.53 | 11 | 0.1% | |
| Other values (5354) | 7214 | 98.0% |
| Value | Count | Frequency (%) | |
| -22.47714286 | 1 | < 0.1% | |
| -22.19272727 | 1 | < 0.1% | |
| -21.49 | 1 | < 0.1% | |
| -21.44666667 | 1 | < 0.1% | |
| -21.354 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 26.2975 | 1 | < 0.1% | |
| 22.75933333 | 1 | < 0.1% | |
| 21.555 | 1 | < 0.1% | |
| 18.81125 | 1 | < 0.1% | |
| 16.985625 | 1 | < 0.1% |
Hx
Real number (ℝ≥0)
| Distinct count | 1837 |
|---|---|
| Unique (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.1589893 |
|---|---|
| Minimum | 104.29 |
| Maximum | 118.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 104.29 |
|---|---|
| 5-th percentile | 104.69 |
| Q1 | 111.73 |
| median | 114.96 |
| Q3 | 117.83 |
| 95-th percentile | 118.44 |
| Maximum | 118.78 |
| Range | 14.49 |
| Interquartile range (IQR) | 6.1 |
Descriptive statistics
| Standard deviation | 4.176805554 |
|---|---|
| Coefficient of variation (CV) | 0.03658761854 |
| Kurtosis | -0.1681806243 |
| Mean | 114.1589893 |
| Median Absolute Deviation (MAD) | 3.34063684 |
| Skewness | -0.9474168712 |
| Sum | 840666.7973 |
| Variance | 17.44570463 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[104.29 104.29 104.2925 104.5395 104.54 104.54 118.78 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 118.19 | 125 | 1.7% | |
| 118.35 | 108 | 1.5% | |
| 114.69 | 107 | 1.5% | |
| 114.19 | 105 | 1.4% | |
| 115.08 | 99 | 1.3% | |
| 118.3 | 94 | 1.3% | |
| 115.72 | 94 | 1.3% | |
| 117.67 | 94 | 1.3% | |
| 113.29 | 88 | 1.2% | |
| 114.92 | 87 | 1.2% | |
| Other values (1827) | 6363 | 86.4% |
| Value | Count | Frequency (%) | |
| 104.29 | 18 | 0.2% | |
| 104.29 | 5 | 0.1% | |
| 104.295 | 1 | < 0.1% | |
| 104.31 | 3 | < 0.1% | |
| 104.3190909 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 118.78 | 3 | < 0.1% | |
| 118.78 | 32 | 0.4% | |
| 118.7755556 | 1 | < 0.1% | |
| 118.7705556 | 1 | < 0.1% | |
| 118.77 | 3 | < 0.1% |
Odo(km)
Real number (ℝ≥0)
| Distinct count | 4963 |
|---|---|
| Unique (%) | 67.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5065.902498 |
|---|---|
| Minimum | 0 |
| Maximum | 11205.83398 |
| Zeros | 34 |
| Zeros (%) | 0.5% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1197.11 |
| Q1 | 2508.5 |
| median | 3919.15625 |
| Q3 | 8914.435547 |
| 95-th percentile | 10776.9388 |
| Maximum | 11205.83398 |
| Range | 11205.83398 |
| Interquartile range (IQR) | 6405.935547 |
Descriptive statistics
| Standard deviation | 3246.589497 |
|---|---|
| Coefficient of variation (CV) | 0.6408709008 |
| Kurtosis | -1.062157337 |
| Mean | 5065.902498 |
| Median Absolute Deviation (MAD) | 2766.252357 |
| Skewness | 0.6583836626 |
| Sum | 37305306 |
| Variance | 10540343.36 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 351.66666667 938.26363636 998.88461538 999.33333333 ... 11042.59361979 11043.62235754 11104.15439262 11137.57161458 11205.83398438], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8967.242188 | 67 | 0.9% | |
| 1515 | 55 | 0.7% | |
| 2346 | 55 | 0.7% | |
| 10819.59277 | 53 | 0.7% | |
| 4069 | 53 | 0.7% | |
| 3348 | 53 | 0.7% | |
| 10008.48535 | 51 | 0.7% | |
| 1645 | 47 | 0.6% | |
| 1135 | 46 | 0.6% | |
| 3488 | 44 | 0.6% | |
| Other values (4953) | 6840 | 92.9% |
| Value | Count | Frequency (%) | |
| 0 | 34 | 0.5% | |
| 703.3333333 | 1 | < 0.1% | |
| 937.8 | 1 | < 0.1% | |
| 938.7272727 | 1 | < 0.1% | |
| 939 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 11205.83398 | 3 | < 0.1% | |
| 11205.23047 | 1 | < 0.1% | |
| 11204.22461 | 1 | < 0.1% | |
| 11202.61621 | 2 | < 0.1% | |
| 11201.10151 | 1 | < 0.1% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 7364 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 7364 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 7364 | 100.0% |
| Distinct count | 1 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 7364 | 100.0% |
Ambient
Real number (ℝ)
| Distinct count | 1592 |
|---|---|
| Unique (%) | 21.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.333561248 |
|---|---|
| Minimum | -16.19791667 |
| Maximum | 30.55555556 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | -16.19791667 |
|---|---|
| 5-th percentile | -13.88888889 |
| Q1 | -11.11111111 |
| median | -8.888888889 |
| Q3 | 1.5 |
| 95-th percentile | 12 |
| Maximum | 30.55555556 |
| Range | 46.75347222 |
| Interquartile range (IQR) | 12.61111111 |
Descriptive statistics
| Standard deviation | 8.244745404 |
|---|---|
| Coefficient of variation (CV) | -1.545823704 |
| Kurtosis | -0.01412539254 |
| Mean | -5.333561248 |
| Median Absolute Deviation (MAD) | 6.766962112 |
| Skewness | 1.087516929 |
| Sum | -39276.34503 |
| Variance | 67.97582677 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-16.19791667 -15.83333333 -15.83333333 30.55555556], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| -9.722222222 | 231 | 3.1% | |
| -8.888888889 | 190 | 2.6% | |
| -11.11111111 | 188 | 2.6% | |
| -9.166666667 | 187 | 2.5% | |
| -9.444444444 | 183 | 2.5% | |
| -12.5 | 181 | 2.5% | |
| -11.38888889 | 159 | 2.2% | |
| -8.611111111 | 156 | 2.1% | |
| -8.333333333 | 153 | 2.1% | |
| 5.5 | 140 | 1.9% | |
| Other values (1582) | 5596 | 76.0% |
| Value | Count | Frequency (%) | |
| -16.19791667 | 1 | < 0.1% | |
| -16.16319444 | 1 | < 0.1% | |
| -16.11111111 | 4 | 0.1% | |
| -16.05902778 | 1 | < 0.1% | |
| -16.02777778 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 30.55555556 | 2 | < 0.1% | |
| 30 | 1 | < 0.1% | |
| 18 | 2 | < 0.1% | |
| 17.57692308 | 1 | < 0.1% | |
| 17.5 | 7 | 0.1% |
| Distinct count | 118 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.21456545 |
|---|---|
| Minimum | 99 |
| Maximum | 99.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 99 |
|---|---|
| 5-th percentile | 99.01 |
| Q1 | 99.09 |
| median | 99.2 |
| Q3 | 99.34 |
| 95-th percentile | 99.46 |
| Maximum | 99.53 |
| Range | 0.53 |
| Interquartile range (IQR) | 0.25 |
Descriptive statistics
| Standard deviation | 0.1443731666 |
|---|---|
| Coefficient of variation (CV) | 0.001455161003 |
| Kurtosis | -1.017031556 |
| Mean | 99.21456545 |
| Median Absolute Deviation (MAD) | 0.1248036412 |
| Skewness | 0.3128064262 |
| Sum | 730616.06 |
| Variance | 0.02084361123 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[99. 99.005 99.025 99.03 99.035 99.04 99.04 99.53 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 99.13 | 376 | 5.1% | |
| 99.28 | 370 | 5.0% | |
| 99.17 | 367 | 5.0% | |
| 99.04 | 364 | 4.9% | |
| 99.11 | 277 | 3.8% | |
| 99.23 | 258 | 3.5% | |
| 99.08 | 250 | 3.4% | |
| 99.09 | 241 | 3.3% | |
| 99.03 | 239 | 3.2% | |
| 99.27 | 226 | 3.1% | |
| Other values (108) | 4396 | 59.7% |
| Value | Count | Frequency (%) | |
| 99 | 193 | 2.6% | |
| 99.01 | 179 | 2.4% | |
| 99.02 | 190 | 2.6% | |
| 99.03 | 239 | 3.2% | |
| 99.03 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 99.53 | 1 | < 0.1% | |
| 99.53 | 168 | 2.3% | |
| 99.48 | 175 | 2.4% | |
| 99.47 | 10 | 0.1% | |
| 99.46 | 6 | 0.1% |
| Distinct count | 5049 |
|---|---|
| Unique (%) | 68.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7898.733569 |
|---|---|
| Minimum | 0 |
| Maximum | 38020 |
| Zeros | 1703 |
| Zeros (%) | 23.1% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 291.1764706 |
| median | 7673.137255 |
| Q3 | 12955.625 |
| 95-th percentile | 19479.25 |
| Maximum | 38020 |
| Range | 38020 |
| Interquartile range (IQR) | 12664.44853 |
Descriptive statistics
| Standard deviation | 6797.300541 |
|---|---|
| Coefficient of variation (CV) | 0.8605557436 |
| Kurtosis | -0.5443108487 |
| Mean | 7898.733569 |
| Median Absolute Deviation (MAD) | 5792.785215 |
| Skewness | 0.4798282854 |
| Sum | 58166274 |
| Variance | 46203294.64 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.00000000e+00 2.35294118e+00 3.41666667e+01 2.41250000e+02 4.83866667e+03 ... 1.94882857e+04 2.17766667e+04 2.51295833e+04 2.87746405e+04 3.80200000e+04], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1703 | 23.1% | |
| 12085 | 5 | 0.1% | |
| 10320 | 4 | 0.1% | |
| 6760 | 4 | 0.1% | |
| 7160 | 4 | 0.1% | |
| 1880 | 4 | 0.1% | |
| 16775 | 4 | 0.1% | |
| 5560 | 4 | 0.1% | |
| 200 | 4 | 0.1% | |
| 18425 | 4 | 0.1% | |
| Other values (5039) | 5624 | 76.4% |
| Value | Count | Frequency (%) | |
| 0 | 1703 | 23.1% | |
| 4.705882353 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 6.666666667 | 1 | < 0.1% | |
| 7.272727273 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 38020 | 1 | < 0.1% | |
| 34640 | 1 | < 0.1% | |
| 34305.71429 | 1 | < 0.1% | |
| 33492.5 | 1 | < 0.1% | |
| 32664 | 1 | < 0.1% |
| Distinct count | 263 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 226.453231 |
|---|---|
| Minimum | 0 |
| Maximum | 680 |
| Zeros | 175 |
| Zeros (%) | 2.4% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 200 |
| median | 200 |
| Q3 | 300 |
| 95-th percentile | 400 |
| Maximum | 680 |
| Range | 680 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 89.79931727 |
|---|---|
| Coefficient of variation (CV) | 0.3965468581 |
| Kurtosis | 0.7840204594 |
| Mean | 226.453231 |
| Median Absolute Deviation (MAD) | 70.29258647 |
| Skewness | 0.08326386811 |
| Sum | 1667601.593 |
| Variance | 8063.917383 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 2.77777778 35.68181818 97.36842105 102.5 ... 403.125 451.47058824 492.85714286 503.33333333 680. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 200 | 3104 | 42.2% | |
| 300 | 2220 | 30.1% | |
| 100 | 846 | 11.5% | |
| 400 | 255 | 3.5% | |
| 0 | 175 | 2.4% | |
| 500 | 98 | 1.3% | |
| 212.5 | 24 | 0.3% | |
| 206.25 | 20 | 0.3% | |
| 218.75 | 19 | 0.3% | |
| 237.5 | 14 | 0.2% | |
| Other values (253) | 589 | 8.0% |
| Value | Count | Frequency (%) | |
| 0 | 175 | 2.4% | |
| 5.555555556 | 1 | < 0.1% | |
| 5.882352941 | 1 | < 0.1% | |
| 6.666666667 | 1 | < 0.1% | |
| 7.692307692 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 680 | 1 | < 0.1% | |
| 620 | 1 | < 0.1% | |
| 550 | 1 | < 0.1% | |
| 514.2857143 | 1 | < 0.1% | |
| 506.6666667 | 1 | < 0.1% |
| Distinct count | 350 |
|---|---|
| Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.7337165 |
|---|---|
| Minimum | 0 |
| Maximum | 3772.727273 |
| Zeros | 2717 |
| Zeros (%) | 36.9% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 90.90909091 |
| Q3 | 250 |
| 95-th percentile | 500 |
| Maximum | 3772.727273 |
| Range | 3772.727273 |
| Interquartile range (IQR) | 250 |
Descriptive statistics
| Standard deviation | 270.4829594 |
|---|---|
| Coefficient of variation (CV) | 1.480202804 |
| Kurtosis | 40.13149521 |
| Mean | 182.7337165 |
| Median Absolute Deviation (MAD) | 181.3841876 |
| Skewness | 4.442053786 |
| Sum | 1345651.088 |
| Variance | 73161.03134 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 5.95238095 13.52339181 14.29738562 16.14583333 ... 757.35294118 992.1875 1008.33333333 1572.91666667 3772.72727273], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2717 | 36.9% | |
| 500 | 638 | 8.7% | |
| 250 | 624 | 8.5% | |
| 125 | 146 | 2.0% | |
| 62.5 | 127 | 1.7% | |
| 78.125 | 105 | 1.4% | |
| 187.5 | 97 | 1.3% | |
| 46.875 | 94 | 1.3% | |
| 93.75 | 92 | 1.2% | |
| 109.375 | 92 | 1.2% | |
| Other values (340) | 2632 | 35.7% |
| Value | Count | Frequency (%) | |
| 0 | 2717 | 36.9% | |
| 11.9047619 | 1 | < 0.1% | |
| 12.5 | 1 | < 0.1% | |
| 13.15789474 | 1 | < 0.1% | |
| 13.88888889 | 6 | 0.1% |
| Value | Count | Frequency (%) | |
| 3772.727273 | 1 | < 0.1% | |
| 3750 | 3 | < 0.1% | |
| 3687.5 | 1 | < 0.1% | |
| 3675 | 1 | < 0.1% | |
| 3500 | 1 | < 0.1% |
| Distinct count | 1025 |
|---|---|
| Unique (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.340969893 |
|---|---|
| Minimum | 0 |
| Maximum | 34.8 |
| Zeros | 2711 |
| Zeros (%) | 36.8% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5.8 |
| 95-th percentile | 10.04722222 |
| Maximum | 34.8 |
| Range | 34.8 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 3.955008834 |
|---|---|
| Coefficient of variation (CV) | 1.183790624 |
| Kurtosis | 4.432543967 |
| Mean | 3.340969893 |
| Median Absolute Deviation (MAD) | 3.150609975 |
| Skewness | 1.618791751 |
| Sum | 24602.90229 |
| Variance | 15.64209487 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 0.0625 0.17156863 0.1889881 0.23303167 ... 10.02777778 12.06458333 16.02941176 19.20238095 34.8 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 2711 | 36.8% | |
| 6 | 210 | 2.9% | |
| 4 | 84 | 1.1% | |
| 5 | 83 | 1.1% | |
| 9 | 67 | 0.9% | |
| 2 | 44 | 0.6% | |
| 1 | 40 | 0.5% | |
| 3 | 36 | 0.5% | |
| 8 | 35 | 0.5% | |
| 8.5 | 35 | 0.5% | |
| Other values (1015) | 4019 | 54.6% |
| Value | Count | Frequency (%) | |
| 0 | 2711 | 36.8% | |
| 0.125 | 1 | < 0.1% | |
| 0.1666666667 | 2 | < 0.1% | |
| 0.1764705882 | 7 | 0.1% | |
| 0.1875 | 9 | 0.1% |
| Value | Count | Frequency (%) | |
| 34.8 | 1 | < 0.1% | |
| 29 | 3 | < 0.1% | |
| 28.5 | 2 | < 0.1% | |
| 28.4 | 1 | < 0.1% | |
| 28.3125 | 1 | < 0.1% |
| Distinct count | 116 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.30370748 |
|---|---|
| Minimum | 0 |
| Maximum | 2545.454545 |
| Zeros | 7134 |
| Zeros (%) | 96.9% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2545.454545 |
| Range | 2545.454545 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 119.7968132 |
|---|---|
| Coefficient of variation (CV) | 7.827960209 |
| Kurtosis | 184.1812255 |
| Mean | 15.30370748 |
| Median Absolute Deviation (MAD) | 29.65216178 |
| Skewness | 12.17993745 |
| Sum | 112696.5019 |
| Variance | 14351.27646 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 0. 6.94444444 32.29166667 234.375 257.8125 492.64705882 511.36363636 757.35294118 2545.45454545], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 7134 | 96.9% | |
| 500 | 48 | 0.7% | |
| 250 | 36 | 0.5% | |
| 2250 | 5 | 0.1% | |
| 750 | 4 | 0.1% | |
| 62.5 | 4 | 0.1% | |
| 22.72727273 | 3 | < 0.1% | |
| 343.75 | 3 | < 0.1% | |
| 83.33333333 | 3 | < 0.1% | |
| 323.5294118 | 2 | < 0.1% | |
| Other values (106) | 122 | 1.7% |
| Value | Count | Frequency (%) | |
| 0 | 7134 | 96.9% | |
| 13.88888889 | 1 | < 0.1% | |
| 14.70588235 | 2 | < 0.1% | |
| 15.625 | 2 | < 0.1% | |
| 16.66666667 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 2545.454545 | 1 | < 0.1% | |
| 2250 | 5 | 0.1% | |
| 2075 | 1 | < 0.1% | |
| 1900 | 1 | < 0.1% | |
| 1890.625 | 1 | < 0.1% |
Motor Temp
Real number (ℝ≥0)
| Distinct count | 2034 |
|---|---|
| Unique (%) | 27.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.25864673 |
|---|---|
| Minimum | 5 |
| Maximum | 68.70588235 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 15.86791667 |
| Q1 | 27.5 |
| median | 37 |
| Q3 | 43.75367647 |
| 95-th percentile | 50 |
| Maximum | 68.70588235 |
| Range | 63.70588235 |
| Interquartile range (IQR) | 16.25367647 |
Descriptive statistics
| Standard deviation | 10.77794961 |
|---|---|
| Coefficient of variation (CV) | 0.3056824527 |
| Kurtosis | -0.3710494589 |
| Mean | 35.25864673 |
| Median Absolute Deviation (MAD) | 8.866594765 |
| Skewness | -0.4021828382 |
| Sum | 259644.6745 |
| Variance | 116.1641978 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 5. 6.88888889 7.125 7.88461538 8.125 ... 51.96666667 52.03125 55.04166667 64.65522876 68.70588235], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 44 | 184 | 2.5% | |
| 40 | 170 | 2.3% | |
| 45 | 162 | 2.2% | |
| 41 | 158 | 2.1% | |
| 42 | 158 | 2.1% | |
| 27 | 151 | 2.1% | |
| 35 | 139 | 1.9% | |
| 31 | 138 | 1.9% | |
| 43 | 134 | 1.8% | |
| 19 | 131 | 1.8% | |
| Other values (2024) | 5839 | 79.3% |
| Value | Count | Frequency (%) | |
| 5 | 3 | < 0.1% | |
| 6 | 8 | 0.1% | |
| 6.1 | 1 | < 0.1% | |
| 6.333333333 | 1 | < 0.1% | |
| 6.777777778 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 68.70588235 | 1 | < 0.1% | |
| 68.47058824 | 1 | < 0.1% | |
| 67.58823529 | 1 | < 0.1% | |
| 66.47058824 | 1 | < 0.1% | |
| 66.27777778 | 1 | < 0.1% |
| Distinct count | 4186 |
|---|---|
| Unique (%) | 56.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.12674803 |
|---|---|
| Minimum | -48.75 |
| Maximum | 105.25 |
| Zeros | 1672 |
| Zeros (%) | 22.7% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | -48.75 |
|---|---|
| 5-th percentile | -2.035294118 |
| Q1 | 0 |
| median | 13.70643939 |
| Q3 | 22.19583333 |
| 95-th percentile | 33.77569444 |
| Maximum | 105.25 |
| Range | 154 |
| Interquartile range (IQR) | 22.19583333 |
Descriptive statistics
| Standard deviation | 12.93433646 |
|---|---|
| Coefficient of variation (CV) | 0.985342023 |
| Kurtosis | 0.9316795942 |
| Mean | 13.12674803 |
| Median Absolute Deviation (MAD) | 10.6655583 |
| Skewness | 0.3426314174 |
| Sum | 96665.3725 |
| Variance | 167.2970597 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[-48.75 -25.0625 -16.3203125 -8.6484375 -2.40451389 ... 35.4359375 39.325 46.61488095 59.66421569 105.25 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0 | 1672 | 22.7% | |
| 19.75 | 10 | 0.1% | |
| 15.25 | 9 | 0.1% | |
| 21.5 | 9 | 0.1% | |
| 27.25 | 8 | 0.1% | |
| 22.25 | 8 | 0.1% | |
| 21 | 8 | 0.1% | |
| 23 | 8 | 0.1% | |
| 22 | 8 | 0.1% | |
| 14.25 | 7 | 0.1% | |
| Other values (4176) | 5617 | 76.3% |
| Value | Count | Frequency (%) | |
| -48.75 | 1 | < 0.1% | |
| -41.9 | 1 | < 0.1% | |
| -37.75 | 1 | < 0.1% | |
| -36.57352941 | 1 | < 0.1% | |
| -36.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 105.25 | 1 | < 0.1% | |
| 103.4264706 | 1 | < 0.1% | |
| 77 | 1 | < 0.1% | |
| 75.19444444 | 1 | < 0.1% | |
| 72.75 | 1 | < 0.1% |
driver_aggression
Categorical
| Distinct count | 4 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 57.7 KiB |
| 0 | |
|---|---|
| 7 | |
| 5 | |
| 10 | 752 |
| Value | Count | Frequency (%) | |
| 0 | 3928 | 53.3% | |
| 7 | 1346 | 18.3% | |
| 5 | 1338 | 18.2% | |
| 10 | 752 | 10.2% |
Length
| Max length | 2 |
|---|---|
| Mean length | 1.102118414 |
| Min length | 1 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 4 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 4 | 100.0% |
range
Real number (ℝ≥0)
| Distinct count | 7304 |
|---|---|
| Unique (%) | 99.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.0134709 |
|---|---|
| Minimum | 4.423167662 |
| Maximum | 499.0770314 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 57.7 KiB |
Quantile statistics
| Minimum | 4.423167662 |
|---|---|
| 5-th percentile | 31.50008342 |
| Q1 | 68.56900758 |
| median | 105.5380041 |
| Q3 | 145.6380722 |
| 95-th percentile | 289.59271 |
| Maximum | 499.0770314 |
| Range | 494.6538637 |
| Interquartile range (IQR) | 77.06906458 |
Descriptive statistics
| Standard deviation | 79.96753699 |
|---|---|
| Coefficient of variation (CV) | 0.6608151671 |
| Kurtosis | 4.24981623 |
| Mean | 121.0134709 |
| Median Absolute Deviation (MAD) | 56.24236902 |
| Skewness | 1.819995562 |
| Sum | 891143.1997 |
| Variance | 6394.806973 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 4.42316766 15.221187 19.38759805 19.43032629 27.73305235 ... 158.63208862 202.07065588 273.50882479 361.8382685 499.0770314 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 54.17731934 | 10 | 0.1% | |
| 132.7208414 | 8 | 0.1% | |
| 138.8706506 | 8 | 0.1% | |
| 19.42517637 | 7 | 0.1% | |
| 156.4299465 | 6 | 0.1% | |
| 157.805458 | 5 | 0.1% | |
| 138.8708115 | 5 | 0.1% | |
| 148.4628594 | 4 | 0.1% | |
| 139.8534806 | 4 | 0.1% | |
| 68.77138794 | 4 | 0.1% | |
| Other values (7294) | 7303 | 99.2% |
| Value | Count | Frequency (%) | |
| 4.423167662 | 1 | < 0.1% | |
| 5.555443223 | 1 | < 0.1% | |
| 5.992150536 | 1 | < 0.1% | |
| 6.768807402 | 1 | < 0.1% | |
| 7.218340276 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 499.0770314 | 1 | < 0.1% | |
| 498.8771752 | 1 | < 0.1% | |
| 498.5252092 | 1 | < 0.1% | |
| 498.2833191 | 1 | < 0.1% | |
| 498.0454366 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| epoch time | Elv | Speed | Gids | SOC | AHr | Pack Volts | Pack Amps | CP mV Diff | Pack T1 C | 12v Bat Amps | Hx | Odo(km) | TP-FL | TP-FR | TP-RR | TP-RL | Ambient | SOH | Motor Pwr(w) | Aux Pwr(100w) | A/C Pwr(250w) | Est Pwr A/C(50w) | Est Pwr Htr(250w) | Motor Temp | Torque Nm | driver_aggression | range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2018-03-11 16:31:00 | 361.900000 | 56.300000 | 37128.000000 | 91.354650 | 114.8974 | 385.957000 | 38.816900 | 19.200000 | 9.390000 | -0.459000 | 104.29 | 937.800000 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 11408.000000 | 300.0 | 500.000000 | 11.100000 | 0.0 | 27.700000 | 19.475000 | 5 | 147.021606 |
| 1 | 2018-03-11 16:32:00 | 340.090909 | 54.909091 | 36880.000000 | 90.788673 | 114.8974 | 384.401818 | 41.435545 | 19.454545 | 9.445455 | -0.467273 | 104.29 | 938.727273 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 13287.272727 | 300.0 | 500.000000 | 10.363636 | 0.0 | 28.090909 | 15.590909 | 0 | 148.744242 |
| 2 | 2018-03-11 16:33:00 | 337.090909 | 8.818182 | 36843.636364 | 90.672982 | 114.8974 | 390.110000 | -0.433818 | 18.000000 | 9.563636 | -0.555455 | 104.29 | 939.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 247.272727 | 300.0 | 363.636364 | 7.636364 | 0.0 | 29.000000 | -4.295455 | 0 | 213.750546 |
| 3 | 2018-03-11 16:34:00 | 329.555556 | 3.000000 | 36800.000000 | 90.641856 | 114.8974 | 390.144444 | 4.611556 | 18.888889 | 9.555556 | -0.556667 | 104.29 | 939.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 1128.888889 | 300.0 | 388.888889 | 8.333333 | 0.0 | 28.222222 | -8.555556 | 0 | 145.874470 |
| 4 | 2018-03-11 16:35:00 | 333.545455 | 0.000000 | 36800.000000 | 90.593609 | 114.8974 | 390.703636 | 2.309455 | 18.727273 | 9.536364 | -0.511818 | 104.29 | 939.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 0.000000 | 300.0 | 363.636364 | 7.727273 | 0.0 | 26.545455 | 0.000000 | 0 | 145.796825 |
| 5 | 2018-03-11 16:36:00 | 336.181818 | 1.000000 | 36800.000000 | 90.559418 | 114.8974 | 390.755455 | 3.408000 | 18.181818 | 9.572727 | -0.515455 | 104.29 | 939.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 385.454545 | 300.0 | 340.909091 | 6.363636 | 0.0 | 24.090909 | -0.181818 | 0 | 145.741800 |
| 6 | 2018-03-11 16:37:00 | 324.818182 | 16.363636 | 36749.090909 | 90.433800 | 114.8974 | 388.608182 | 20.556000 | 19.363636 | 9.572727 | -0.498182 | 104.29 | 939.454545 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 6760.000000 | 300.0 | 454.545455 | 9.000000 | 0.0 | 23.000000 | 20.613636 | 0 | 327.231871 |
| 7 | 2018-03-11 16:38:00 | 341.727273 | 55.727273 | 36436.363636 | 89.650100 | 114.8974 | 381.224545 | 62.382909 | 18.909091 | 9.745455 | -0.489091 | 104.29 | 940.181818 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 18930.909091 | 300.0 | 500.000000 | 10.000000 | 0.0 | 24.181818 | 31.681818 | 5 | 83.195193 |
| 8 | 2018-03-11 16:39:00 | 368.454545 | 55.727273 | 36109.090909 | 88.881364 | 114.8974 | 380.997273 | 43.302636 | 17.818182 | 9.954545 | -0.485455 | 104.29 | 941.090909 | 0.0 | 0.0 | 0.0 | 0.0 | 6.000000 | 99.53 | 14312.727273 | 300.0 | 500.000000 | 10.545455 | 0.0 | 25.363636 | 15.909091 | 5 | 105.109168 |
| 9 | 2018-03-11 16:40:00 | 367.636364 | 30.636364 | 35970.909091 | 88.551400 | 114.8974 | 384.095455 | 18.953364 | 18.272727 | 10.063636 | -0.515455 | 104.29 | 942.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 5.954545 | 99.53 | 8283.636364 | 300.0 | 454.545455 | 8.909091 | 0.0 | 27.272727 | 11.090909 | 0 | 243.970134 |
Last rows
| epoch time | Elv | Speed | Gids | SOC | AHr | Pack Volts | Pack Amps | CP mV Diff | Pack T1 C | 12v Bat Amps | Hx | Odo(km) | TP-FL | TP-FR | TP-RR | TP-RL | Ambient | SOH | Motor Pwr(w) | Aux Pwr(100w) | A/C Pwr(250w) | Est Pwr A/C(50w) | Est Pwr Htr(250w) | Motor Temp | Torque Nm | driver_aggression | range | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7354 | 2018-06-15 16:20:00 | 305.0 | 0.0 | 21840.000000 | 54.090141 | 114.2971 | 353.917647 | 11.308529 | 15.764706 | 42.894118 | -0.509412 | 118.660000 | 11199.397461 | 0.0 | 0.0 | 0.0 | 0.0 | -10.000000 | 99.01 | 5176.470588 | 300.0 | 176.470588 | 3.411765 | 0.0 | 40.647059 | 7.147059 | 0 | 45.075118 |
| 7355 | 2018-06-15 16:21:00 | 305.0 | 0.0 | 21783.529412 | 53.926565 | 114.2971 | 353.680000 | 14.045882 | 14.117647 | 42.711765 | -0.518824 | 118.660000 | 11200.817498 | 0.0 | 0.0 | 0.0 | 0.0 | -10.000000 | 99.01 | 5261.176471 | 300.0 | 191.176471 | 3.764706 | 0.0 | 39.764706 | 7.161765 | 0 | 468.146208 |
| 7356 | 2018-06-15 16:22:00 | 305.0 | 0.0 | 21661.176471 | 53.621082 | 114.2971 | 352.534706 | 33.246176 | 15.705882 | 42.564706 | -0.508824 | 118.658824 | 11201.101505 | 0.0 | 0.0 | 0.0 | 0.0 | -10.000000 | 99.01 | 9155.294118 | 300.0 | 147.058824 | 2.882353 | 0.0 | 38.058824 | 24.382353 | 0 | 49.851592 |
| 7357 | 2018-06-15 16:23:00 | 305.0 | 0.0 | 21463.529412 | 53.169724 | 114.2971 | 352.315294 | 24.559647 | 15.882353 | 42.411765 | -0.510588 | 118.650000 | 11202.616211 | 0.0 | 0.0 | 0.0 | 0.0 | -10.000000 | 99.01 | 8480.000000 | 300.0 | 176.470588 | 3.294118 | 0.0 | 37.470588 | 14.058824 | 0 | 178.431192 |
| 7358 | 2018-06-15 16:24:00 | 305.0 | 0.0 | 21422.222222 | 53.001811 | 114.2971 | 353.412778 | 1.773333 | 14.833333 | 42.338889 | -0.511111 | 118.650000 | 11202.616211 | 0.0 | 0.0 | 0.0 | 0.0 | -10.046296 | 99.01 | 1611.111111 | 300.0 | 208.333333 | 3.888889 | 0.0 | 36.722222 | -1.083333 | 0 | 85.298465 |
| 7359 | 2018-06-15 16:26:00 | 305.0 | 0.0 | 21265.882353 | 52.645924 | 114.2971 | 352.781765 | 12.108588 | 15.882353 | 42.088235 | -0.513529 | 118.642941 | 11204.224609 | 0.0 | 0.0 | 0.0 | 0.0 | -10.277778 | 99.01 | 4327.058824 | 300.0 | 191.176471 | 3.352941 | 0.0 | 35.705882 | 7.029412 | 0 | 76.513519 |
| 7360 | 2018-06-15 16:27:00 | 305.0 | 0.0 | 21200.000000 | 52.504906 | 114.2971 | 353.280625 | 2.347625 | 15.375000 | 42.050000 | -0.523125 | 118.640000 | 11205.230469 | 0.0 | 0.0 | 0.0 | 0.0 | -10.277778 | 99.01 | 2930.000000 | 300.0 | 187.500000 | 3.625000 | 0.0 | 35.000000 | -1.218750 | 0 | 374.511212 |
| 7361 | 2018-06-15 16:28:00 | 305.0 | 0.0 | 21138.461538 | 52.364208 | 114.2971 | 352.755385 | 15.647000 | 15.230769 | 41.984615 | -0.520769 | 118.640000 | 11205.833984 | 0.0 | 0.0 | 0.0 | 0.0 | -10.277778 | 99.01 | 7566.153846 | 300.0 | 153.846154 | 3.076923 | 0.0 | 35.615385 | 8.365385 | 0 | 224.612235 |
| 7362 | 2018-06-15 16:29:00 | 305.0 | 0.0 | 21080.000000 | 52.188217 | 114.2971 | 352.600833 | 10.045167 | 14.666667 | 41.966667 | -0.543333 | 118.640000 | 11205.833984 | 0.0 | 0.0 | 0.0 | 0.0 | -10.277778 | 99.01 | 3723.333333 | 300.0 | 208.333333 | 3.833333 | 0.0 | 36.166667 | 18.125000 | 0 | 83.989106 |
| 7363 | 2018-06-15 16:30:00 | 305.0 | 0.0 | 21033.333333 | 52.086267 | 114.2971 | 353.185833 | 1.033333 | 14.916667 | 41.883333 | -2.200000 | 118.640000 | 11205.833984 | 0.0 | 0.0 | 0.0 | 0.0 | -10.277778 | 99.01 | 406.666667 | 175.0 | 104.166667 | 2.333333 | 0.0 | 37.000000 | -10.562500 | 0 | 83.825033 |